PromptAttack: Prompt-based Attack for Language Models via Gradient
Search

PromptAttack: Prompt-based Attack for Language Models via Gradient Search

5 September 2022

Papers citing "PromptAttack: Prompt-based Attack for Language Models via Gradient Search"

15 / 15 papers shown

Title
Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerations Tarun Raheja Nilay Pochhi AAML 46 1 0 09 Oct 2024
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models? Mohammad Bahrami Karkevandi Nishant Vishwamitra Peyman Najafirad AAML 43 1 0 05 Aug 2024
Turning Generative Models Degenerate: The Power of Data Poisoning Attacks Shuli Jiang S. Kadhe Yi Zhou Farhan Ahmed Ling Cai Nathalie Baracaldo SILM AAML 31 4 0 17 Jul 2024
$$\textit{LinkPrompt}$: Natural and Universal Adversarial Attacks on Prompt-based Language Models$ $\textit{LinkPrompt}$ : Natural and Universal Adversarial Attacks on Prompt-based Language Models Yue Xu Wenjie Wang SILM AAML 26 2 0 25 Mar 2024
Mutual-modality Adversarial Attack with Semantic Perturbation Jingwen Ye Ruonan Yu Songhua Liu Xinchao Wang AAML 24 9 0 20 Dec 2023
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning Meng Zheng Jiaqi Xue Xun Chen YanShan Wang Qian Lou Lei Jiang AAML 20 7 0 16 Dec 2023
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks Shuli Jiang S. Kadhe Yi Zhou Ling Cai Nathalie Baracaldo SILM AAML 12 13 0 07 Dec 2023
TARGET: Template-Transferable Backdoor Attack Against Prompt-based NLP Models via GPT4 Zihao Tan Qingliang Chen Yongjian Huang Chen Liang SILM AAML 29 3 0 29 Nov 2023
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models Jiaqi Xue Mengxin Zheng Ting Hua Yilin Shen Ye Liu Ladislau Bölöni Qian Lou 28 30 0 12 Jun 2023
COVER: A Heuristic Greedy Adversarial Attack on Prompt-based Learning in Language Models Zihao Tan Qingliang Chen Wenbin Zhu Yongjian Huang AAML SILM 14 3 0 09 Jun 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-man Cheung Min-Bin Lin VLM AAML MLLM 14 166 0 26 May 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 44 21 0 19 Feb 2023
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 194 220 0 24 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020